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Google Cloud Batch
Mountain View, California
What it is
Google Cloud Batch is a managed service for scheduling, queuing, and running batch jobs on Google infrastructure. It obtains resources, queues work, and creates or removes resources during runtime to meet job specifications. Jobs can run executable scripts or containerized workloads, with tasks set to run sequentially or in parallel. Batch dynamically provisions and autoscales compute resources for parallel work without manual intervention.
Jobs can use persistent disks, local SSDs, Cloud Storage buckets, and network file systems such as Filestore. Google Cloud identifies Cloud Storage, Pub/Sub, Cloud Logging, and Workflows as services for an end-to-end developer experience. Job and task state changes can be sent through Pub/Sub and streamed to BigQuery for analysis. Batch supports IAM permissions and VPC Service Controls; its documentation describes using Secret Manager for sensitive job data. Each job can have only one task group, named group0, and quotas limit parallel tasks, VM counts, and runtime. Machine types are limited to documented series. Finished jobs are deleted after 60 days unless removed earlier, so job information can be exported before then. Batch itself has no additional charge, but the Google Cloud resources used by jobs are billable.
For and against
For
- Automatically provisions resources to match job specifications.
- Supports parallel and sequential task execution.
- Can send state notifications through Pub/Sub.
- Supports IAM permissions and VPC Service Controls.
- Batch service has no additional charge.
Against
- Underlying Google Cloud resources are billable.
- Each job is limited to one task group.
- Quotas limit tasks, VM counts, and runtime.
- Finished jobs are deleted after 60 days.
The verdict
Google Cloud Batch automates resource provisioning and job execution, with integrations for storage, notifications, logging, and workflows. Account for resource charges, quotas, machine-type limits, and the 60-day job retention period when planning workloads.
Who it suits
Google Cloud Batch suits teams that need to schedule and run script-based or containerized batch workloads on Google infrastructure. It is relevant to workloads that can use its documented machine types and job limits.
Plans and prices
Batch service
Supported Compute Engine machine series only · one task group per job · quotas apply
Read 14 Oct 2026 · cloud.google.com
On the record
- API and SDKs
- The service offers REST API v1 and v1alpha, gcloud batch commands, and client libraries for C++, Go, Java, Node.js, Python and .NET.docs.cloud.google.com · read 14 Oct 2026
- Automatic provisioning
- Batch obtains resources, queues jobs, and automatically creates and deletes resources to meet job specifications during runtime.docs.cloud.google.com · read 7 Oct 2026
- Capacity restrictions
- Jobs are limited to listed Compute Engine machine series and cannot contain more than one task group.docs.cloud.google.com · read 14 Oct 2026
- Company founding
- Google says Google Inc. was officially established in August 1998.about.google · read 14 Oct 2026
- Company headquarters and size
- LinkedIn lists Google headquarters in Mountain View, California and more than 10,001 employees.linkedin.com · read 14 Oct 2026
- Company legal name
- Crunchbase identifies the maker as Google LLC, a subsidiary of Alphabet.crunchbase.com · read 14 Oct 2026
- Compliance
- Google Cloud's Trust Center lists ISO/IEC 27001/27017/27018/27701, SOC 1/2/3, PCI DSS, and FedRAMP certifications, and alignment with GDPR and HIPAA.cloud.google.com · read 7 Oct 2026
- Documentation depth
- Documentation includes quickstarts, job creation guides, logging analysis, troubleshooting, quotas, REST references and language-specific client-library references.docs.cloud.google.com · read 14 Oct 2026
- Documentation licence
- The API documentation states that documentation is CC BY 4.0 and code samples are Apache 2.0; it does not publish a licence for the managed Batch service itself.docs.cloud.google.com · read 14 Oct 2026
- Execution model
- Jobs contain tasks and runnables that can execute scripts directly on VMs or run containers.cloud.google.com · read 14 Oct 2026
- Integrations
- Google lists Cloud Storage, Pub/Sub, Cloud Logging and Workflows as native Batch integrations.cloud.google.com · read 14 Oct 2026
- Job limits
- A job can have only one task group, named group0; Batch's quotas and limits also cap parallel tasks, VM counts, and job runtime.docs.cloud.google.com · read 7 Oct 2026
- Job retention
- Google Cloud automatically deletes a Batch job 60 days after it finishes unless it is deleted earlier, and job information can be exported before deletion.docs.cloud.google.com · read 7 Oct 2026
- Launch history
- Google announced Batch as a fully managed service in Preview on July 13, 2022 and later described it as generally available in six regions.cloud.google.com · read 14 Oct 2026
- Limit: billing complaints
- Capterra reviews mention payment-profile hassles and describe the $300 credit offer as misleading for some uses.capterra.com · read 14 Oct 2026
- Limit: billing complexity
- Gartner reviewers identify billing complexity as a recurring drawback.gartner.com · read 14 Oct 2026
- Limit: complexity and pricing
- GetApp reviewers cite complex advanced features, steep learning, pricing confusion, bugs and difficult migration.getapp.de · read 14 Oct 2026
- Limit: console and permissions
- TrustRadius reviewers report a difficult Logs Explorer, maze-like UI, unclear invoices and complicated group permissions.trustradius.com · read 14 Oct 2026
